Energy entrepreneur Boone Pickens said Thursday he sees $70-a-barrel oil by year's end, and between $80 and $90 within 12 to 18 months.

In an interview on CNBC "Squawk Box," Pickens said U.S. producers are in the process of rebalancing the market—pointing to the decline rig count in response to the continued collapse in crude prices.